ArticleThe Lancet regional health. Western Pacific2023
Multimodal learning for emergency department triage implementation: experiences from Papua New Guinea during the COVID-19 pandemic.
Article in The Lancet regional health. Western Pacific, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.
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Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
7 citing papers in PubMed.
- Machine learning-based classification of COVID-19 severity using respiratory microbiome profiles from shotgun metagenomic sequencing.Frontiers in bioinformatics · 2026Article
- Identifying barriers and facilitators to implementing triage systems in low- and middle-income countries: A scoping review.PLOS global public health · 2026Article
- Triage systems in low-resource emergency care settings.Bulletin of the World Health Organization · 2025Article
- The combined application of Mini-CEX and Check-list Scales in enhancing clinical competence among emergency and critical care residents: a comparative study.Frontiers in medicine · 2025Article
- Triage implementation in resource-limited emergency departments: sharing tools and experience from the Pacific region.International journal of emergency medicine · 2024Article
- Article
- Evaluation of an Online Training Program on COVID-19 for Health Workers in Papua New Guinea.Tropical medicine and infectious disease · 2023Article
Corrections and comments
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Authors and funding
18 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background: Triage implementation in resource-limited emergency departments (EDs) has traditionally relied on intensive in-person training. This study sought to evaluate the impact of a novel digital-based learning strategy focused on the Interagency Integrated Triage Tool, a three-tier triage instrument recommended by the World Health Organization. Methods: A mixed methods study utilising pre-post intervention methods was conducted in two EDs in Papua New Guinea. The primary outcome was the mean change in knowledge before and after completion of a voluntary, multimodal training program, primarily delivered through a digital learning platform accessible via smartphone. Secondary outcomes included the change in confidence to perform selected clinical tasks, and acceptability of the learning methods. Findings: Among 136 eligible ED staff, 91 (66.9%) completed the digital learning program. The mean knowledge score on the post-training exam was 87.5% (SD 10.4), a mean increase of 12.9% (95% CI 10.7-15.1%, p < 0.0001) from the pre-training exam. There were statistically significant improvements in confidence for 13 of 15 clinical tasks, including undertaking a triage assessment and identifying an unwell patient.In an evaluation survey, 100% of 30 respondents agreed or strongly agreed the online learning platform was easy to access, use and navigate, and that the digital teaching methods were appropriate for their learning needs. In qualitative feedback, respondents reported that limited internet access and a lack of dedicated training time were barriers to participation. Interpretation: The use of digital learning to support triage implementation in resource-limited EDs is feasible and effective when accompanied by in-person mentoring. Adequate internet access is an essential pre-requisite. Funding: Development of the Kumul Helt Skul learning platform was undertaken as part of the Clinical Support Program (Phase II), facilitated by Johnstaff International Development on behalf of the Australian Government Department of Foreign Affairs and Trade through the PNG-Australia Partnership. RM is supported by a National Health and Medical Research Council Postgraduate Scholarship and a Monash Graduate Excellence Scholarship, while PC is supported by a Medical Research Future Fund Practitioner Fellowship. Funders had no role in study design, results analysis or manuscript preparation.
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